Early-Stopped Technique for BCH Decoding Algorithm Under Tolerant Fault Probability

February 19, 2024·
Shih-Shuan Wang
,
Hong-fu Chou
,
Xinchao Zhong
Dr Sean Longyu Ma
Dr Sean Longyu Ma
· 0 min read
Abstract
In this paper, a technique for the Berlekamp-Massey(BM) algorithm is provided to reduce the latency of decoding and save decoding power by early termination or early-stopped checking. We investigate the consecutive zero discrepancies during the decoding iteration and decide to early stop the decoding process. This technique is subject to decoding failure in exchange for the decoding latency. We analyze our proposed technique by considering the weight distribution of BCH code and estimating the bounds of undetected error probability as the event of erroneous stop checking. The proposed method is effective in numerical results and the probability of decoding failure is lower than 10^-119 for decoding 16383 code length of BCH codes. Furthermore, the complexity compared the conventional early termination method with the proposed approach for decoding the long BCH code. The proposed approach reduces the complexity of the conventional approach by up to 80%. As a result, the FPGA testing on a USB device validates the reliability of the proposed method.
Type
Publication
International Congress on Information and Communication Technology
publications
Dr Sean Longyu Ma
Authors
Lecturer in Computer Science
Sean Longyu Ma is a Lecturer in the School of Computer Science at the University of Auckland. His research focuses on FPGA-based computing, RISC-V customisation, high-level synthesis, and heterogeneous computing.